Leveraging mechanomyography signal for quantitative muscle spasticity assessment of upper limb in neurological disorders using machine learning

• Main Authors: Daud, Muhamad Aliff Imran, Ahmad Puzi, Asmarani, Sidek, Shahrul Na'im, Zainuddin, Ahmad Anwar, Mohd Khairuddin, Ismail, Abd Mutalib, Mohd Azri
• Format: Article
• Language: English
• Published: Science and Information Organization 2024
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/114979/7/114979_Leveraging%20mechanomyography.pdf; http://irep.iium.edu.my/114979/; https://thesai.org/Publications/ViewPaper?Volume=15&Issue=8&Code=IJACSA&SerialNo=98

Upper motor neuron syndrome is characterised by spasticity, which represents a neurological disability that can be found in several disorders such as cerebral palsy, amyotrophic lateral sclerosis, stroke, brain injury, and spinal cord injury. Muscle spasticity is always assessed by therapists using...